Dataset statistics
| Number of variables | 40 |
|---|---|
| Number of observations | 2559 |
| Missing cells | 550 |
| Missing cells (%) | 0.5% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.6 MiB |
| Average record size in memory | 663.9 B |
Variable types
| BOOL | 18 |
|---|---|
| NUM | 16 |
| CAT | 6 |
marital_status has 302 (11.8%) missing values | Missing |
min_sbp has 41 (1.6%) missing values | Missing |
max_sbp has 41 (1.6%) missing values | Missing |
avg_sbp has 41 (1.6%) missing values | Missing |
hadm_id has unique values | Unique |
stay_id has unique values | Unique |
gcs_change has 1407 (55.0%) zeros | Zeros |
Reproduction
| Analysis started | 2020-12-13 06:46:01.898961 |
|---|---|
| Analysis finished | 2020-12-13 06:47:18.782568 |
| Duration | 1 minute and 16.88 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
subject_id
Real number (ℝ≥0)
| Distinct | 2511 |
|---|---|
| Distinct (%) | 98.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15054908.62 |
|---|---|
| Minimum | 10004733 |
| Maximum | 19999442 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 20.1 KiB |
Quantile statistics
| Minimum | 10004733 |
|---|---|
| 5-th percentile | 10527753.7 |
| Q1 | 12492722 |
| median | 15094658 |
| Q3 | 17593421.5 |
| 95-th percentile | 19550207.9 |
| Maximum | 19999442 |
| Range | 9994709 |
| Interquartile range (IQR) | 5100699.5 |
Descriptive statistics
| Standard deviation | 2910369.169 |
|---|---|
| Coefficient of variation (CV) | 0.1933169602 |
| Kurtosis | -1.232799807 |
| Mean | 15054908.62 |
| Median Absolute Deviation (MAD) | 2568667 |
| Skewness | -0.008265703963 |
| Sum | 3.852551115e+10 |
| Variance | 8.470248702e+12 |
| Monotocity | Increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 13425764 | 2 | 0.1% | |
| 10350119 | 2 | 0.1% | |
| 18834457 | 2 | 0.1% | |
| 17510047 | 2 | 0.1% | |
| 19209496 | 2 | 0.1% | |
| 13714256 | 2 | 0.1% | |
| 14569729 | 2 | 0.1% | |
| 12291187 | 2 | 0.1% | |
| 19609417 | 2 | 0.1% | |
| 18763543 | 2 | 0.1% | |
| 17375120 | 2 | 0.1% | |
| 16773578 | 2 | 0.1% | |
| 16925101 | 2 | 0.1% | |
| 16121000 | 2 | 0.1% | |
| 16770849 | 2 | 0.1% | |
| 14666637 | 2 | 0.1% | |
| 15537368 | 2 | 0.1% | |
| 19918916 | 2 | 0.1% | |
| 12438112 | 2 | 0.1% | |
| 12590289 | 2 | 0.1% | |
| 17975155 | 2 | 0.1% | |
| 18623405 | 2 | 0.1% | |
| 15696349 | 2 | 0.1% | |
| 11181705 | 2 | 0.1% | |
| 16550734 | 2 | 0.1% | |
| Other values (2486) | 2509 | 98.0% |
| Value | Count | Frequency (%) | |
| 10004733 | 1 | < 0.1% | |
| 10023708 | 1 | < 0.1% | |
| 10024982 | 1 | < 0.1% | |
| 10030753 | 1 | < 0.1% | |
| 10051043 | 1 | < 0.1% | |
| 10053810 | 1 | < 0.1% | |
| 10072239 | 1 | < 0.1% | |
| 10073847 | 1 | < 0.1% | |
| 10089244 | 1 | < 0.1% | |
| 10092227 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 19999442 | 1 | < 0.1% | |
| 19989305 | 1 | < 0.1% | |
| 19987702 | 1 | < 0.1% | |
| 19985683 | 1 | < 0.1% | |
| 19985409 | 1 | < 0.1% | |
| 19983145 | 1 | < 0.1% | |
| 19980373 | 1 | < 0.1% | |
| 19965802 | 1 | < 0.1% | |
| 19956383 | 1 | < 0.1% | |
| 19950615 | 1 | < 0.1% |
| Distinct | 2559 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24904887.42 |
|---|---|
| Minimum | 20005426 |
| Maximum | 29999098 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 20.1 KiB |
Quantile statistics
| Minimum | 20005426 |
|---|---|
| 5-th percentile | 20543628.5 |
| Q1 | 22399164.5 |
| median | 24855970 |
| Q3 | 27345654 |
| 95-th percentile | 29511913.3 |
| Maximum | 29999098 |
| Range | 9993672 |
| Interquartile range (IQR) | 4946489.5 |
Descriptive statistics
| Standard deviation | 2874065.969 |
|---|---|
| Coefficient of variation (CV) | 0.1154016848 |
| Kurtosis | -1.185619012 |
| Mean | 24904887.42 |
| Median Absolute Deviation (MAD) | 2472011 |
| Skewness | 0.06408313686 |
| Sum | 6.37316069e+10 |
| Variance | 8.260255194e+12 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 25600972 | 1 | < 0.1% | |
| 24121938 | 1 | < 0.1% | |
| 29377856 | 1 | < 0.1% | |
| 27710782 | 1 | < 0.1% | |
| 29850941 | 1 | < 0.1% | |
| 29390138 | 1 | < 0.1% | |
| 27970387 | 1 | < 0.1% | |
| 29871415 | 1 | < 0.1% | |
| 25615667 | 1 | < 0.1% | |
| 24048075 | 1 | < 0.1% | |
| 23046525 | 1 | < 0.1% | |
| 27901227 | 1 | < 0.1% | |
| 20010282 | 1 | < 0.1% | |
| 21638441 | 1 | < 0.1% | |
| 22215973 | 1 | < 0.1% | |
| 21701924 | 1 | < 0.1% | |
| 26731708 | 1 | < 0.1% | |
| 25519392 | 1 | < 0.1% | |
| 21687576 | 1 | < 0.1% | |
| 21959718 | 1 | < 0.1% | |
| 24361961 | 1 | < 0.1% | |
| 23752693 | 1 | < 0.1% | |
| 22156640 | 1 | < 0.1% | |
| 23432541 | 1 | < 0.1% | |
| 29511568 | 1 | < 0.1% | |
| Other values (2534) | 2534 | 99.0% |
| Value | Count | Frequency (%) | |
| 20005426 | 1 | < 0.1% | |
| 20010282 | 1 | < 0.1% | |
| 20011117 | 1 | < 0.1% | |
| 20016714 | 1 | < 0.1% | |
| 20016881 | 1 | < 0.1% | |
| 20018555 | 1 | < 0.1% | |
| 20025208 | 1 | < 0.1% | |
| 20038638 | 1 | < 0.1% | |
| 20039586 | 1 | < 0.1% | |
| 20047762 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 29999098 | 1 | < 0.1% | |
| 29998115 | 1 | < 0.1% | |
| 29992577 | 1 | < 0.1% | |
| 29990650 | 1 | < 0.1% | |
| 29988876 | 1 | < 0.1% | |
| 29981261 | 1 | < 0.1% | |
| 29969384 | 1 | < 0.1% | |
| 29949028 | 1 | < 0.1% | |
| 29943051 | 1 | < 0.1% | |
| 29939761 | 1 | < 0.1% |
admission_type
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.1 KiB |
| EW EMER. | |
|---|---|
| OBSERVATION ADMIT | |
| URGENT | |
| SURGICAL SAME DAY ADMISSION | 91 |
| DIRECT EMER. | 51 |
| Other values (3) | 59 |
| Value | Count | Frequency (%) | |
| EW EMER. | 1387 | 54.2% | |
| OBSERVATION ADMIT | 511 | 20.0% | |
| URGENT | 460 | 18.0% | |
| SURGICAL SAME DAY ADMISSION | 91 | 3.6% | |
| DIRECT EMER. | 51 | 2.0% | |
| ELECTIVE | 50 | 2.0% | |
| EU OBSERVATION | 6 | 0.2% | |
| DIRECT OBSERVATION | 3 | 0.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 27 |
|---|---|
| Median length | 8 |
| Mean length | 10.21883548 |
| Min length | 6 |
Most occurring characters
| Value | Count | Frequency (%) | |
| E | 5544 | 21.2% | |
| R | 2563 | 9.8% | |
| 2231 | 8.5% | ||
| M | 2131 | 8.1% | |
| T | 1595 | 6.1% | |
| . | 1438 | 5.5% | |
| I | 1408 | 5.4% | |
| A | 1395 | 5.3% | |
| W | 1387 | 5.3% | |
| O | 1131 | 4.3% | |
| N | 1071 | 4.1% | |
| S | 884 | 3.4% | |
| D | 747 | 2.9% | |
| V | 570 | 2.2% | |
| U | 557 | 2.1% | |
| G | 551 | 2.1% | |
| B | 520 | 2.0% | |
| C | 195 | 0.7% | |
| L | 141 | 0.5% | |
| Y | 91 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 22481 | 86.0% | |
| Space Separator | 2231 | 8.5% | |
| Other Punctuation | 1438 | 5.5% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| E | 5544 | 24.7% | |
| R | 2563 | 11.4% | |
| M | 2131 | 9.5% | |
| T | 1595 | 7.1% | |
| I | 1408 | 6.3% | |
| A | 1395 | 6.2% | |
| W | 1387 | 6.2% | |
| O | 1131 | 5.0% | |
| N | 1071 | 4.8% | |
| S | 884 | 3.9% | |
| D | 747 | 3.3% | |
| V | 570 | 2.5% | |
| U | 557 | 2.5% | |
| G | 551 | 2.5% | |
| B | 520 | 2.3% | |
| C | 195 | 0.9% | |
| L | 141 | 0.6% | |
| Y | 91 | 0.4% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 2231 | 100.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| . | 1438 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 22481 | 86.0% | |
| Common | 3669 | 14.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| E | 5544 | 24.7% | |
| R | 2563 | 11.4% | |
| M | 2131 | 9.5% | |
| T | 1595 | 7.1% | |
| I | 1408 | 6.3% | |
| A | 1395 | 6.2% | |
| W | 1387 | 6.2% | |
| O | 1131 | 5.0% | |
| N | 1071 | 4.8% | |
| S | 884 | 3.9% | |
| D | 747 | 3.3% | |
| V | 570 | 2.5% | |
| U | 557 | 2.5% | |
| G | 551 | 2.5% | |
| B | 520 | 2.3% | |
| C | 195 | 0.9% | |
| L | 141 | 0.6% | |
| Y | 91 | 0.4% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 2231 | 60.8% | ||
| . | 1438 | 39.2% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 26150 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| E | 5544 | 21.2% | |
| R | 2563 | 9.8% | |
| 2231 | 8.5% | ||
| M | 2131 | 8.1% | |
| T | 1595 | 6.1% | |
| . | 1438 | 5.5% | |
| I | 1408 | 5.4% | |
| A | 1395 | 5.3% | |
| W | 1387 | 5.3% | |
| O | 1131 | 4.3% | |
| N | 1071 | 4.1% | |
| S | 884 | 3.4% | |
| D | 747 | 2.9% | |
| V | 570 | 2.2% | |
| U | 557 | 2.1% | |
| G | 551 | 2.1% | |
| B | 520 | 2.0% | |
| C | 195 | 0.7% | |
| L | 141 | 0.5% | |
| Y | 91 | 0.3% |
admission_location
Categorical
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.1 KiB |
| EMERGENCY ROOM | |
|---|---|
| TRANSFER FROM HOSPITAL | |
| PHYSICIAN REFERRAL | |
| WALK-IN/SELF REFERRAL | 59 |
| TRANSFER FROM SKILLED NURSING FACILITY | 23 |
| Other values (5) | 54 |
| Value | Count | Frequency (%) | |
| EMERGENCY ROOM | 1365 | 53.3% | |
| TRANSFER FROM HOSPITAL | 768 | 30.0% | |
| PHYSICIAN REFERRAL | 290 | 11.3% | |
| WALK-IN/SELF REFERRAL | 59 | 2.3% | |
| TRANSFER FROM SKILLED NURSING FACILITY | 23 | 0.9% | |
| CLINIC REFERRAL | 17 | 0.7% | |
| INFORMATION NOT AVAILABLE | 17 | 0.7% | |
| PROCEDURE SITE | 11 | 0.4% | |
| PACU | 8 | 0.3% | |
| AMBULATORY SURGERY TRANSFER | 1 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Histogram of lengths of the category
Length
| Max length | 38 |
|---|---|
| Median length | 14 |
| Mean length | 17.28487691 |
| Min length | 4 |
Most occurring characters
| Value | Count | Frequency (%) | |
| R | 6268 | 14.2% | |
| E | 5752 | 13.0% | |
| O | 4352 | 9.8% | |
| M | 3539 | 8.0% | |
| 3406 | 7.7% | ||
| N | 2620 | 5.9% | |
| A | 2376 | 5.4% | |
| F | 2048 | 4.6% | |
| S | 1967 | 4.4% | |
| C | 1731 | 3.9% | |
| Y | 1680 | 3.8% | |
| T | 1629 | 3.7% | |
| I | 1595 | 3.6% | |
| G | 1389 | 3.1% | |
| L | 1373 | 3.1% | |
| P | 1077 | 2.4% | |
| H | 1058 | 2.4% | |
| K | 82 | 0.2% | |
| W | 59 | 0.1% | |
| - | 59 | 0.1% | |
| / | 59 | 0.1% | |
| U | 44 | 0.1% | |
| D | 34 | 0.1% | |
| B | 18 | < 0.1% | |
| V | 17 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 40708 | 92.0% | |
| Space Separator | 3406 | 7.7% | |
| Dash Punctuation | 59 | 0.1% | |
| Other Punctuation | 59 | 0.1% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| R | 6268 | 15.4% | |
| E | 5752 | 14.1% | |
| O | 4352 | 10.7% | |
| M | 3539 | 8.7% | |
| N | 2620 | 6.4% | |
| A | 2376 | 5.8% | |
| F | 2048 | 5.0% | |
| S | 1967 | 4.8% | |
| C | 1731 | 4.3% | |
| Y | 1680 | 4.1% | |
| T | 1629 | 4.0% | |
| I | 1595 | 3.9% | |
| G | 1389 | 3.4% | |
| L | 1373 | 3.4% | |
| P | 1077 | 2.6% | |
| H | 1058 | 2.6% | |
| K | 82 | 0.2% | |
| W | 59 | 0.1% | |
| U | 44 | 0.1% | |
| D | 34 | 0.1% | |
| B | 18 | < 0.1% | |
| V | 17 | < 0.1% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 3406 | 100.0% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 59 | 100.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| / | 59 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 40708 | 92.0% | |
| Common | 3524 | 8.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| R | 6268 | 15.4% | |
| E | 5752 | 14.1% | |
| O | 4352 | 10.7% | |
| M | 3539 | 8.7% | |
| N | 2620 | 6.4% | |
| A | 2376 | 5.8% | |
| F | 2048 | 5.0% | |
| S | 1967 | 4.8% | |
| C | 1731 | 4.3% | |
| Y | 1680 | 4.1% | |
| T | 1629 | 4.0% | |
| I | 1595 | 3.9% | |
| G | 1389 | 3.4% | |
| L | 1373 | 3.4% | |
| P | 1077 | 2.6% | |
| H | 1058 | 2.6% | |
| K | 82 | 0.2% | |
| W | 59 | 0.1% | |
| U | 44 | 0.1% | |
| D | 34 | 0.1% | |
| B | 18 | < 0.1% | |
| V | 17 | < 0.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 3406 | 96.7% | ||
| - | 59 | 1.7% | |
| / | 59 | 1.7% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 44232 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| R | 6268 | 14.2% | |
| E | 5752 | 13.0% | |
| O | 4352 | 9.8% | |
| M | 3539 | 8.0% | |
| 3406 | 7.7% | ||
| N | 2620 | 5.9% | |
| A | 2376 | 5.4% | |
| F | 2048 | 4.6% | |
| S | 1967 | 4.4% | |
| C | 1731 | 3.9% | |
| Y | 1680 | 3.8% | |
| T | 1629 | 3.7% | |
| I | 1595 | 3.6% | |
| G | 1389 | 3.1% | |
| L | 1373 | 3.1% | |
| P | 1077 | 2.4% | |
| H | 1058 | 2.4% | |
| K | 82 | 0.2% | |
| W | 59 | 0.1% | |
| - | 59 | 0.1% | |
| / | 59 | 0.1% | |
| U | 44 | 0.1% | |
| D | 34 | 0.1% | |
| B | 18 | < 0.1% | |
| V | 17 | < 0.1% |
discharge_location
Categorical
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 16 |
| Missing (%) | 0.6% |
| Memory size | 20.1 KiB |
| REHAB | |
|---|---|
| DIED | |
| SKILLED NURSING FACILITY | |
| HOME | |
| CHRONIC/LONG TERM ACUTE CARE | |
| Other values (8) |
| Value | Count | Frequency (%) | |
| REHAB | 757 | 29.6% | |
| DIED | 485 | 19.0% | |
| SKILLED NURSING FACILITY | 350 | 13.7% | |
| HOME | 310 | 12.1% | |
| CHRONIC/LONG TERM ACUTE CARE | 266 | 10.4% | |
| HOME HEALTH CARE | 253 | 9.9% | |
| HOSPICE | 93 | 3.6% | |
| ACUTE HOSPITAL | 13 | 0.5% | |
| AGAINST ADVICE | 8 | 0.3% | |
| OTHER FACILITY | 4 | 0.2% | |
| PSYCH FACILITY | 2 | 0.1% | |
| HEALTHCARE FACILITY | 1 | < 0.1% | |
| ASSISTED LIVING | 1 | < 0.1% | |
| (Missing) | 16 | 0.6% |
Frequencies of value counts
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.1% |
Histogram of lengths of the category
Length
| Max length | 28 |
|---|---|
| Median length | 5 |
| Mean length | 10.93083236 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| E | 3580 | 12.8% | |
| I | 2290 | 8.2% | |
| H | 2206 | 7.9% | |
| A | 2205 | 7.9% | |
| R | 2163 | 7.7% | |
| 2033 | 7.3% | ||
| C | 1791 | 6.4% | |
| L | 1591 | 5.7% | |
| D | 1329 | 4.8% | |
| N | 1241 | 4.4% | |
| O | 1205 | 4.3% | |
| T | 1182 | 4.2% | |
| M | 829 | 3.0% | |
| S | 819 | 2.9% | |
| B | 757 | 2.7% | |
| U | 629 | 2.2% | |
| G | 625 | 2.2% | |
| Y | 359 | 1.3% | |
| F | 357 | 1.3% | |
| K | 350 | 1.3% | |
| / | 266 | 1.0% | |
| P | 108 | 0.4% | |
| n | 32 | 0.1% | |
| a | 16 | 0.1% | |
| V | 9 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 25625 | 91.6% | |
| Space Separator | 2033 | 7.3% | |
| Other Punctuation | 266 | 1.0% | |
| Lowercase Letter | 48 | 0.2% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| E | 3580 | 14.0% | |
| I | 2290 | 8.9% | |
| H | 2206 | 8.6% | |
| A | 2205 | 8.6% | |
| R | 2163 | 8.4% | |
| C | 1791 | 7.0% | |
| L | 1591 | 6.2% | |
| D | 1329 | 5.2% | |
| N | 1241 | 4.8% | |
| O | 1205 | 4.7% | |
| T | 1182 | 4.6% | |
| M | 829 | 3.2% | |
| S | 819 | 3.2% | |
| B | 757 | 3.0% | |
| U | 629 | 2.5% | |
| G | 625 | 2.4% | |
| Y | 359 | 1.4% | |
| F | 357 | 1.4% | |
| K | 350 | 1.4% | |
| P | 108 | 0.4% | |
| V | 9 | < 0.1% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 2033 | 100.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| / | 266 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 32 | 66.7% | |
| a | 16 | 33.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 25673 | 91.8% | |
| Common | 2299 | 8.2% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| E | 3580 | 13.9% | |
| I | 2290 | 8.9% | |
| H | 2206 | 8.6% | |
| A | 2205 | 8.6% | |
| R | 2163 | 8.4% | |
| C | 1791 | 7.0% | |
| L | 1591 | 6.2% | |
| D | 1329 | 5.2% | |
| N | 1241 | 4.8% | |
| O | 1205 | 4.7% | |
| T | 1182 | 4.6% | |
| M | 829 | 3.2% | |
| S | 819 | 3.2% | |
| B | 757 | 2.9% | |
| U | 629 | 2.5% | |
| G | 625 | 2.4% | |
| Y | 359 | 1.4% | |
| F | 357 | 1.4% | |
| K | 350 | 1.4% | |
| P | 108 | 0.4% | |
| n | 32 | 0.1% | |
| a | 16 | 0.1% | |
| V | 9 | < 0.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 2033 | 88.4% | ||
| / | 266 | 11.6% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 27972 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| E | 3580 | 12.8% | |
| I | 2290 | 8.2% | |
| H | 2206 | 7.9% | |
| A | 2205 | 7.9% | |
| R | 2163 | 7.7% | |
| 2033 | 7.3% | ||
| C | 1791 | 6.4% | |
| L | 1591 | 5.7% | |
| D | 1329 | 4.8% | |
| N | 1241 | 4.4% | |
| O | 1205 | 4.3% | |
| T | 1182 | 4.2% | |
| M | 829 | 3.0% | |
| S | 819 | 2.9% | |
| B | 757 | 2.7% | |
| U | 629 | 2.2% | |
| G | 625 | 2.2% | |
| Y | 359 | 1.3% | |
| F | 357 | 1.3% | |
| K | 350 | 1.3% | |
| / | 266 | 1.0% | |
| P | 108 | 0.4% | |
| n | 32 | 0.1% | |
| a | 16 | 0.1% | |
| V | 9 | < 0.1% |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 302 |
| Missing (%) | 11.8% |
| Memory size | 20.1 KiB |
| MARRIED | |
|---|---|
| SINGLE | |
| WIDOWED | |
| DIVORCED |
| Value | Count | Frequency (%) | |
| MARRIED | 1065 | 41.6% | |
| SINGLE | 620 | 24.2% | |
| WIDOWED | 399 | 15.6% | |
| DIVORCED | 173 | 6.8% | |
| (Missing) | 302 | 11.8% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 8 |
|---|---|
| Median length | 7 |
| Mean length | 6.353262993 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| R | 2303 | 14.2% | |
| I | 2257 | 13.9% | |
| E | 2257 | 13.9% | |
| D | 2209 | 13.6% | |
| M | 1065 | 6.6% | |
| A | 1065 | 6.6% | |
| W | 798 | 4.9% | |
| S | 620 | 3.8% | |
| N | 620 | 3.8% | |
| G | 620 | 3.8% | |
| L | 620 | 3.8% | |
| n | 604 | 3.7% | |
| O | 572 | 3.5% | |
| a | 302 | 1.9% | |
| V | 173 | 1.1% | |
| C | 173 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 15352 | 94.4% | |
| Lowercase Letter | 906 | 5.6% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| R | 2303 | 15.0% | |
| I | 2257 | 14.7% | |
| E | 2257 | 14.7% | |
| D | 2209 | 14.4% | |
| M | 1065 | 6.9% | |
| A | 1065 | 6.9% | |
| W | 798 | 5.2% | |
| S | 620 | 4.0% | |
| N | 620 | 4.0% | |
| G | 620 | 4.0% | |
| L | 620 | 4.0% | |
| O | 572 | 3.7% | |
| V | 173 | 1.1% | |
| C | 173 | 1.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 604 | 66.7% | |
| a | 302 | 33.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 16258 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| R | 2303 | 14.2% | |
| I | 2257 | 13.9% | |
| E | 2257 | 13.9% | |
| D | 2209 | 13.6% | |
| M | 1065 | 6.6% | |
| A | 1065 | 6.6% | |
| W | 798 | 4.9% | |
| S | 620 | 3.8% | |
| N | 620 | 3.8% | |
| G | 620 | 3.8% | |
| L | 620 | 3.8% | |
| n | 604 | 3.7% | |
| O | 572 | 3.5% | |
| a | 302 | 1.9% | |
| V | 173 | 1.1% | |
| C | 173 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 16258 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| R | 2303 | 14.2% | |
| I | 2257 | 13.9% | |
| E | 2257 | 13.9% | |
| D | 2209 | 13.6% | |
| M | 1065 | 6.6% | |
| A | 1065 | 6.6% | |
| W | 798 | 4.9% | |
| S | 620 | 3.8% | |
| N | 620 | 3.8% | |
| G | 620 | 3.8% | |
| L | 620 | 3.8% | |
| n | 604 | 3.7% | |
| O | 572 | 3.5% | |
| a | 302 | 1.9% | |
| V | 173 | 1.1% | |
| C | 173 | 1.1% |
ethnicity
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.1 KiB |
| WHITE | |
|---|---|
| UNKNOWN | |
| BLACK/AFRICAN AMERICAN | |
| OTHER | 127 |
| HISPANIC/LATINO | 91 |
| Other values (3) | 109 |
| Value | Count | Frequency (%) | |
| WHITE | 1609 | 62.9% | |
| UNKNOWN | 360 | 14.1% | |
| BLACK/AFRICAN AMERICAN | 263 | 10.3% | |
| OTHER | 127 | 5.0% | |
| HISPANIC/LATINO | 91 | 3.6% | |
| ASIAN | 76 | 3.0% | |
| UNABLE TO OBTAIN | 25 | 1.0% | |
| AMERICAN INDIAN/ALASKA NATIVE | 8 | 0.3% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 29 |
|---|---|
| Median length | 5 |
| Mean length | 7.566627589 |
| Min length | 5 |
Most occurring characters
| Value | Count | Frequency (%) | |
| I | 2541 | 13.1% | |
| E | 2040 | 10.5% | |
| W | 1969 | 10.2% | |
| N | 1946 | 10.1% | |
| T | 1885 | 9.7% | |
| H | 1827 | 9.4% | |
| A | 1755 | 9.1% | |
| C | 888 | 4.6% | |
| R | 661 | 3.4% | |
| K | 631 | 3.3% | |
| O | 628 | 3.2% | |
| L | 387 | 2.0% | |
| U | 385 | 2.0% | |
| / | 362 | 1.9% | |
| 329 | 1.7% | ||
| B | 313 | 1.6% | |
| M | 271 | 1.4% | |
| F | 263 | 1.4% | |
| S | 175 | 0.9% | |
| P | 91 | 0.5% | |
| D | 8 | < 0.1% | |
| V | 8 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 18672 | 96.4% | |
| Other Punctuation | 362 | 1.9% | |
| Space Separator | 329 | 1.7% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| I | 2541 | 13.6% | |
| E | 2040 | 10.9% | |
| W | 1969 | 10.5% | |
| N | 1946 | 10.4% | |
| T | 1885 | 10.1% | |
| H | 1827 | 9.8% | |
| A | 1755 | 9.4% | |
| C | 888 | 4.8% | |
| R | 661 | 3.5% | |
| K | 631 | 3.4% | |
| O | 628 | 3.4% | |
| L | 387 | 2.1% | |
| U | 385 | 2.1% | |
| B | 313 | 1.7% | |
| M | 271 | 1.5% | |
| F | 263 | 1.4% | |
| S | 175 | 0.9% | |
| P | 91 | 0.5% | |
| D | 8 | < 0.1% | |
| V | 8 | < 0.1% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| / | 362 | 100.0% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 329 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 18672 | 96.4% | |
| Common | 691 | 3.6% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| I | 2541 | 13.6% | |
| E | 2040 | 10.9% | |
| W | 1969 | 10.5% | |
| N | 1946 | 10.4% | |
| T | 1885 | 10.1% | |
| H | 1827 | 9.8% | |
| A | 1755 | 9.4% | |
| C | 888 | 4.8% | |
| R | 661 | 3.5% | |
| K | 631 | 3.4% | |
| O | 628 | 3.4% | |
| L | 387 | 2.1% | |
| U | 385 | 2.1% | |
| B | 313 | 1.7% | |
| M | 271 | 1.5% | |
| F | 263 | 1.4% | |
| S | 175 | 0.9% | |
| P | 91 | 0.5% | |
| D | 8 | < 0.1% | |
| V | 8 | < 0.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| / | 362 | 52.4% | |
| 329 | 47.6% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 19363 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| I | 2541 | 13.1% | |
| E | 2040 | 10.5% | |
| W | 1969 | 10.2% | |
| N | 1946 | 10.1% | |
| T | 1885 | 9.7% | |
| H | 1827 | 9.4% | |
| A | 1755 | 9.1% | |
| C | 888 | 4.6% | |
| R | 661 | 3.4% | |
| K | 631 | 3.3% | |
| O | 628 | 3.2% | |
| L | 387 | 2.0% | |
| U | 385 | 2.0% | |
| / | 362 | 1.9% | |
| 329 | 1.7% | ||
| B | 313 | 1.6% | |
| M | 271 | 1.4% | |
| F | 263 | 1.4% | |
| S | 175 | 0.9% | |
| P | 91 | 0.5% | |
| D | 8 | < 0.1% | |
| V | 8 | < 0.1% |
hospital_expire_flag
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.1 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 2074 | 81.0% | |
| 1 | 485 | 19.0% |
gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.1 KiB |
| F | |
|---|---|
| M |
| Value | Count | Frequency (%) | |
| F | 1290 | 50.4% | |
| M | 1269 | 49.6% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| F | 1290 | 50.4% | |
| M | 1269 | 49.6% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 2559 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| F | 1290 | 50.4% | |
| M | 1269 | 49.6% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 2559 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| F | 1290 | 50.4% | |
| M | 1269 | 49.6% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 2559 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| F | 1290 | 50.4% | |
| M | 1269 | 49.6% |
| Distinct | 2559 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34920037.88 |
|---|---|
| Minimum | 30001388 |
| Maximum | 39997976 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 20.1 KiB |
Quantile statistics
| Minimum | 30001388 |
|---|---|
| 5-th percentile | 30484506 |
| Q1 | 32399545 |
| median | 34888894 |
| Q3 | 37370210 |
| 95-th percentile | 39433146.5 |
| Maximum | 39997976 |
| Range | 9996588 |
| Interquartile range (IQR) | 4970665 |
Descriptive statistics
| Standard deviation | 2883566.218 |
|---|---|
| Coefficient of variation (CV) | 0.08257626259 |
| Kurtosis | -1.213120909 |
| Mean | 34920037.88 |
| Median Absolute Deviation (MAD) | 2487869 |
| Skewness | 0.03326175685 |
| Sum | 8.936037694e+10 |
| Variance | 8.314954133e+12 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 38693902 | 1 | < 0.1% | |
| 37871240 | 1 | < 0.1% | |
| 30567751 | 1 | < 0.1% | |
| 38999366 | 1 | < 0.1% | |
| 35870020 | 1 | < 0.1% | |
| 38022467 | 1 | < 0.1% | |
| 34633022 | 1 | < 0.1% | |
| 33653444 | 1 | < 0.1% | |
| 34846027 | 1 | < 0.1% | |
| 32927033 | 1 | < 0.1% | |
| 31726921 | 1 | < 0.1% | |
| 32773430 | 1 | < 0.1% | |
| 37707061 | 1 | < 0.1% | |
| 38837555 | 1 | < 0.1% | |
| 32175408 | 1 | < 0.1% | |
| 38191109 | 1 | < 0.1% | |
| 32763181 | 1 | < 0.1% | |
| 33119531 | 1 | < 0.1% | |
| 39544136 | 1 | < 0.1% | |
| 30491978 | 1 | < 0.1% | |
| 35438639 | 1 | < 0.1% | |
| 38012384 | 1 | < 0.1% | |
| 32986466 | 1 | < 0.1% | |
| 35171681 | 1 | < 0.1% | |
| 32613728 | 1 | < 0.1% | |
| Other values (2534) | 2534 | 99.0% |
| Value | Count | Frequency (%) | |
| 30001388 | 1 | < 0.1% | |
| 30003243 | 1 | < 0.1% | |
| 30007307 | 1 | < 0.1% | |
| 30008252 | 1 | < 0.1% | |
| 30013675 | 1 | < 0.1% | |
| 30014997 | 1 | < 0.1% | |
| 30027052 | 1 | < 0.1% | |
| 30030913 | 1 | < 0.1% | |
| 30032183 | 1 | < 0.1% | |
| 30032376 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 39997976 | 1 | < 0.1% | |
| 39992810 | 1 | < 0.1% | |
| 39990605 | 1 | < 0.1% | |
| 39989532 | 1 | < 0.1% | |
| 39984353 | 1 | < 0.1% | |
| 39976460 | 1 | < 0.1% | |
| 39955592 | 1 | < 0.1% | |
| 39955076 | 1 | < 0.1% | |
| 39944117 | 1 | < 0.1% | |
| 39944106 | 1 | < 0.1% |
los
Real number (ℝ≥0)
| Distinct | 2548 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.3807134 |
|---|---|
| Minimum | 0.09041666667 |
| Maximum | 84.38168981 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 20.1 KiB |
Quantile statistics
| Minimum | 0.09041666667 |
|---|---|
| 5-th percentile | 0.7850289352 |
| Q1 | 1.738958333 |
| median | 3.404768519 |
| Q3 | 7.732008102 |
| 95-th percentile | 21.1769213 |
| Maximum | 84.38168981 |
| Range | 84.29127315 |
| Interquartile range (IQR) | 5.993049769 |
Descriptive statistics
| Standard deviation | 8.079556118 |
|---|---|
| Coefficient of variation (CV) | 1.266246517 |
| Kurtosis | 17.54547046 |
| Mean | 6.3807134 |
| Median Absolute Deviation (MAD) | 2.232939815 |
| Skewness | 3.406533269 |
| Sum | 16328.24559 |
| Variance | 65.27922707 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1.696168981 | 2 | 0.1% | |
| 1.261111111 | 2 | 0.1% | |
| 1.042615741 | 2 | 0.1% | |
| 3.12162037 | 2 | 0.1% | |
| 1.839351852 | 2 | 0.1% | |
| 1.736516204 | 2 | 0.1% | |
| 0.5796759259 | 2 | 0.1% | |
| 1.750347222 | 2 | 0.1% | |
| 4.761516204 | 2 | 0.1% | |
| 2.294618056 | 2 | 0.1% | |
| 2.210127315 | 2 | 0.1% | |
| 3.322523148 | 1 | < 0.1% | |
| 2.804398148 | 1 | < 0.1% | |
| 0.8169791667 | 1 | < 0.1% | |
| 4.175636574 | 1 | < 0.1% | |
| 15.21240741 | 1 | < 0.1% | |
| 1.776840278 | 1 | < 0.1% | |
| 1.140555556 | 1 | < 0.1% | |
| 1.737418981 | 1 | < 0.1% | |
| 11.85028935 | 1 | < 0.1% | |
| 3.008101852 | 1 | < 0.1% | |
| 1.9203125 | 1 | < 0.1% | |
| 2.104178241 | 1 | < 0.1% | |
| 17.66736111 | 1 | < 0.1% | |
| 7.378194444 | 1 | < 0.1% | |
| Other values (2523) | 2523 | 98.6% |
| Value | Count | Frequency (%) | |
| 0.09041666667 | 1 | < 0.1% | |
| 0.0996412037 | 1 | < 0.1% | |
| 0.1255092593 | 1 | < 0.1% | |
| 0.1565277778 | 1 | < 0.1% | |
| 0.1969560185 | 1 | < 0.1% | |
| 0.2208680556 | 1 | < 0.1% | |
| 0.2275694444 | 1 | < 0.1% | |
| 0.2322337963 | 1 | < 0.1% | |
| 0.2374884259 | 1 | < 0.1% | |
| 0.2406597222 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 84.38168981 | 1 | < 0.1% | |
| 82.83373843 | 1 | < 0.1% | |
| 75.09922454 | 1 | < 0.1% | |
| 66.58423611 | 1 | < 0.1% | |
| 61.87388889 | 1 | < 0.1% | |
| 60.40767361 | 1 | < 0.1% | |
| 58.09609954 | 1 | < 0.1% | |
| 56.49087963 | 1 | < 0.1% | |
| 55.72021991 | 1 | < 0.1% | |
| 55.57428241 | 1 | < 0.1% |
age
Real number (ℝ≥0)
| Distinct | 71 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 68.55920281 |
|---|---|
| Minimum | 18 |
| Maximum | 89 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 20.1 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 39 |
| Q1 | 58 |
| median | 70 |
| Q3 | 82 |
| 95-th percentile | 89 |
| Maximum | 89 |
| Range | 71 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 15.75199679 |
|---|---|
| Coefficient of variation (CV) | 0.2297575839 |
| Kurtosis | -0.0514331272 |
| Mean | 68.55920281 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | -0.6841743528 |
| Sum | 175443 |
| Variance | 248.125403 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 89 | 251 | 9.8% | |
| 69 | 78 | 3.0% | |
| 82 | 72 | 2.8% | |
| 65 | 64 | 2.5% | |
| 77 | 63 | 2.5% | |
| 74 | 61 | 2.4% | |
| 71 | 61 | 2.4% | |
| 66 | 60 | 2.3% | |
| 72 | 60 | 2.3% | |
| 63 | 60 | 2.3% | |
| 88 | 60 | 2.3% | |
| 79 | 60 | 2.3% | |
| 68 | 59 | 2.3% | |
| 84 | 59 | 2.3% | |
| 85 | 58 | 2.3% | |
| 78 | 58 | 2.3% | |
| 87 | 57 | 2.2% | |
| 83 | 56 | 2.2% | |
| 80 | 56 | 2.2% | |
| 67 | 54 | 2.1% | |
| 75 | 54 | 2.1% | |
| 60 | 50 | 2.0% | |
| 76 | 50 | 2.0% | |
| 64 | 48 | 1.9% | |
| 73 | 48 | 1.9% | |
| Other values (46) | 902 | 35.2% |
| Value | Count | Frequency (%) | |
| 18 | 1 | < 0.1% | |
| 19 | 2 | 0.1% | |
| 20 | 2 | 0.1% | |
| 21 | 5 | 0.2% | |
| 22 | 2 | 0.1% | |
| 23 | 8 | 0.3% | |
| 24 | 4 | 0.2% | |
| 25 | 6 | 0.2% | |
| 26 | 4 | 0.2% | |
| 27 | 6 | 0.2% |
| Value | Count | Frequency (%) | |
| 89 | 251 | 9.8% | |
| 88 | 60 | 2.3% | |
| 87 | 57 | 2.2% | |
| 86 | 46 | 1.8% | |
| 85 | 58 | 2.3% | |
| 84 | 59 | 2.3% | |
| 83 | 56 | 2.2% | |
| 82 | 72 | 2.8% | |
| 81 | 47 | 1.8% | |
| 80 | 56 | 2.2% |
inpatient_stroke
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.1 KiB |
| 0 | |
|---|---|
| 1 | 221 |
| Value | Count | Frequency (%) | |
| 0 | 2338 | 91.4% | |
| 1 | 221 | 8.6% |
min_mbp
Real number (ℝ≥0)
| Distinct | 126 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 25 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72.80939227 |
|---|---|
| Minimum | 1 |
| Maximum | 133 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 20.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 49 |
| Q1 | 63 |
| median | 73 |
| Q3 | 83 |
| 95-th percentile | 99 |
| Maximum | 133 |
| Range | 132 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 16.26764202 |
|---|---|
| Coefficient of variation (CV) | 0.2234277958 |
| Kurtosis | 1.659323037 |
| Mean | 72.80939227 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.4496431174 |
| Sum | 184499 |
| Variance | 264.636177 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 72 | 74 | 2.9% | |
| 68 | 74 | 2.9% | |
| 75 | 74 | 2.9% | |
| 76 | 66 | 2.6% | |
| 63 | 66 | 2.6% | |
| 73 | 65 | 2.5% | |
| 65 | 64 | 2.5% | |
| 67 | 63 | 2.5% | |
| 71 | 62 | 2.4% | |
| 62 | 62 | 2.4% | |
| 74 | 62 | 2.4% | |
| 79 | 61 | 2.4% | |
| 66 | 61 | 2.4% | |
| 81 | 61 | 2.4% | |
| 69 | 59 | 2.3% | |
| 83 | 58 | 2.3% | |
| 78 | 57 | 2.2% | |
| 60 | 56 | 2.2% | |
| 77 | 56 | 2.2% | |
| 87 | 55 | 2.1% | |
| 70 | 55 | 2.1% | |
| 80 | 52 | 2.0% | |
| 84 | 51 | 2.0% | |
| 82 | 46 | 1.8% | |
| 64 | 46 | 1.8% | |
| Other values (101) | 1028 | 40.2% |
| Value | Count | Frequency (%) | |
| 1 | 2 | 0.1% | |
| 3 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% | |
| 5 | 1 | < 0.1% | |
| 6 | 4 | 0.2% | |
| 7 | 1 | < 0.1% | |
| 9 | 2 | 0.1% | |
| 10 | 3 | 0.1% | |
| 11 | 2 | 0.1% | |
| 14 | 3 | 0.1% |
| Value | Count | Frequency (%) | |
| 133 | 1 | < 0.1% | |
| 123 | 1 | < 0.1% | |
| 121 | 1 | < 0.1% | |
| 119 | 2 | 0.1% | |
| 116 | 1 | < 0.1% | |
| 115 | 1 | < 0.1% | |
| 114 | 1 | < 0.1% | |
| 113 | 5 | 0.2% | |
| 112 | 2 | 0.1% | |
| 111 | 4 | 0.2% |
max_mbp
Real number (ℝ≥0)
| Distinct | 141 |
|---|---|
| Distinct (%) | 5.6% |
| Missing | 25 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 104.51618 |
|---|---|
| Minimum | 53 |
| Maximum | 295 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 20.1 KiB |
Quantile statistics
| Minimum | 53 |
|---|---|
| 5-th percentile | 76 |
| Q1 | 91 |
| median | 103 |
| Q3 | 115 |
| 95-th percentile | 138.175 |
| Maximum | 295 |
| Range | 242 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 20.46611246 |
|---|---|
| Coefficient of variation (CV) | 0.1958176473 |
| Kurtosis | 6.575453002 |
| Mean | 104.51618 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 1.351441064 |
| Sum | 264844 |
| Variance | 418.8617594 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 99 | 65 | 2.5% | |
| 105 | 62 | 2.4% | |
| 104 | 61 | 2.4% | |
| 107 | 59 | 2.3% | |
| 112 | 58 | 2.3% | |
| 108 | 57 | 2.2% | |
| 97 | 57 | 2.2% | |
| 95 | 57 | 2.2% | |
| 94 | 57 | 2.2% | |
| 110 | 55 | 2.1% | |
| 98 | 55 | 2.1% | |
| 109 | 54 | 2.1% | |
| 96 | 54 | 2.1% | |
| 100 | 52 | 2.0% | |
| 102 | 50 | 2.0% | |
| 90 | 49 | 1.9% | |
| 93 | 49 | 1.9% | |
| 101 | 48 | 1.9% | |
| 103 | 47 | 1.8% | |
| 87 | 46 | 1.8% | |
| 115 | 45 | 1.8% | |
| 86 | 45 | 1.8% | |
| 111 | 43 | 1.7% | |
| 88 | 42 | 1.6% | |
| 84 | 42 | 1.6% | |
| Other values (116) | 1225 | 47.9% |
| Value | Count | Frequency (%) | |
| 53 | 1 | < 0.1% | |
| 54 | 1 | < 0.1% | |
| 57 | 1 | < 0.1% | |
| 60 | 3 | 0.1% | |
| 61 | 3 | 0.1% | |
| 64 | 4 | 0.2% | |
| 65 | 3 | 0.1% | |
| 66 | 4 | 0.2% | |
| 67 | 6 | 0.2% | |
| 68 | 7 | 0.3% |
| Value | Count | Frequency (%) | |
| 295 | 1 | < 0.1% | |
| 257 | 1 | < 0.1% | |
| 256 | 1 | < 0.1% | |
| 219 | 1 | < 0.1% | |
| 212.5 | 1 | < 0.1% | |
| 204 | 1 | < 0.1% | |
| 199 | 1 | < 0.1% | |
| 198 | 1 | < 0.1% | |
| 197 | 1 | < 0.1% | |
| 196 | 1 | < 0.1% |
avg_mbp
Real number (ℝ≥0)
| Distinct | 1313 |
|---|---|
| Distinct (%) | 51.8% |
| Missing | 25 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 87.21923183 |
|---|---|
| Minimum | 45.625 |
| Maximum | 141.16 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 20.1 KiB |
Quantile statistics
| Minimum | 45.625 |
|---|---|
| 5-th percentile | 65.54642857 |
| Q1 | 77.14285714 |
| median | 86.71428571 |
| Q3 | 96.71428571 |
| 95-th percentile | 111.1958333 |
| Maximum | 141.16 |
| Range | 95.535 |
| Interquartile range (IQR) | 19.57142857 |
Descriptive statistics
| Standard deviation | 14.03295876 |
|---|---|
| Coefficient of variation (CV) | 0.1608929415 |
| Kurtosis | -0.1949442262 |
| Mean | 87.21923183 |
| Median Absolute Deviation (MAD) | 9.857142857 |
| Skewness | 0.2309985282 |
| Sum | 221013.5335 |
| Variance | 196.9239316 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 86 | 14 | 0.5% | |
| 89 | 12 | 0.5% | |
| 90 | 12 | 0.5% | |
| 88 | 12 | 0.5% | |
| 87 | 12 | 0.5% | |
| 95 | 11 | 0.4% | |
| 75 | 11 | 0.4% | |
| 94 | 10 | 0.4% | |
| 97 | 9 | 0.4% | |
| 85 | 9 | 0.4% | |
| 84 | 9 | 0.4% | |
| 92 | 9 | 0.4% | |
| 79 | 9 | 0.4% | |
| 91 | 9 | 0.4% | |
| 93 | 8 | 0.3% | |
| 99 | 8 | 0.3% | |
| 81.28571429 | 8 | 0.3% | |
| 102 | 8 | 0.3% | |
| 64 | 8 | 0.3% | |
| 67 | 8 | 0.3% | |
| 76.66666667 | 7 | 0.3% | |
| 106 | 7 | 0.3% | |
| 95.16666667 | 7 | 0.3% | |
| 76 | 7 | 0.3% | |
| 81 | 7 | 0.3% | |
| Other values (1288) | 2303 | 90.0% | |
| (Missing) | 25 | 1.0% |
| Value | Count | Frequency (%) | |
| 45.625 | 1 | < 0.1% | |
| 47.14285714 | 1 | < 0.1% | |
| 47.5 | 1 | < 0.1% | |
| 50.92307692 | 1 | < 0.1% | |
| 53.5 | 2 | 0.1% | |
| 53.55555556 | 1 | < 0.1% | |
| 53.6 | 1 | < 0.1% | |
| 54 | 1 | < 0.1% | |
| 54.28571429 | 1 | < 0.1% | |
| 54.33333333 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 141.16 | 1 | < 0.1% | |
| 133 | 1 | < 0.1% | |
| 132.5 | 1 | < 0.1% | |
| 132.2916667 | 1 | < 0.1% | |
| 130.1875 | 1 | < 0.1% | |
| 127 | 1 | < 0.1% | |
| 126 | 1 | < 0.1% | |
| 125.5 | 1 | < 0.1% | |
| 125.4285714 | 1 | < 0.1% | |
| 125.15625 | 1 | < 0.1% |
| Distinct | 144 |
|---|---|
| Distinct (%) | 5.7% |
| Missing | 41 |
| Missing (%) | 1.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 112.9372518 |
|---|---|
| Minimum | 22 |
| Maximum | 196 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 20.1 KiB |
Quantile statistics
| Minimum | 22 |
|---|---|
| 5-th percentile | 78 |
| Q1 | 97 |
| median | 112 |
| Q3 | 128 |
| 95-th percentile | 151 |
| Maximum | 196 |
| Range | 174 |
| Interquartile range (IQR) | 31 |
Descriptive statistics
| Standard deviation | 22.33241199 |
|---|---|
| Coefficient of variation (CV) | 0.1977417693 |
| Kurtosis | 0.1187594321 |
| Mean | 112.9372518 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 0.04831194082 |
| Sum | 284376 |
| Variance | 498.7366253 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 118 | 58 | 2.3% | |
| 103 | 57 | 2.2% | |
| 112 | 49 | 1.9% | |
| 115 | 49 | 1.9% | |
| 107 | 48 | 1.9% | |
| 105 | 48 | 1.9% | |
| 110 | 47 | 1.8% | |
| 94 | 46 | 1.8% | |
| 120 | 44 | 1.7% | |
| 121 | 44 | 1.7% | |
| 108 | 44 | 1.7% | |
| 116 | 44 | 1.7% | |
| 95 | 43 | 1.7% | |
| 123 | 43 | 1.7% | |
| 122 | 42 | 1.6% | |
| 102 | 41 | 1.6% | |
| 117 | 41 | 1.6% | |
| 113 | 40 | 1.6% | |
| 109 | 40 | 1.6% | |
| 97 | 40 | 1.6% | |
| 98 | 39 | 1.5% | |
| 119 | 39 | 1.5% | |
| 106 | 39 | 1.5% | |
| 111 | 38 | 1.5% | |
| 114 | 36 | 1.4% | |
| Other values (119) | 1419 | 55.5% | |
| (Missing) | 41 | 1.6% |
| Value | Count | Frequency (%) | |
| 22 | 1 | < 0.1% | |
| 32 | 1 | < 0.1% | |
| 33 | 1 | < 0.1% | |
| 41 | 1 | < 0.1% | |
| 45 | 2 | 0.1% | |
| 48 | 1 | < 0.1% | |
| 49 | 2 | 0.1% | |
| 50 | 2 | 0.1% | |
| 52 | 2 | 0.1% | |
| 55 | 5 | 0.2% |
| Value | Count | Frequency (%) | |
| 196 | 1 | < 0.1% | |
| 195 | 1 | < 0.1% | |
| 186 | 1 | < 0.1% | |
| 184 | 2 | 0.1% | |
| 178 | 1 | < 0.1% | |
| 177 | 1 | < 0.1% | |
| 174 | 2 | 0.1% | |
| 171 | 1 | < 0.1% | |
| 170 | 1 | < 0.1% | |
| 168 | 4 | 0.2% |
| Distinct | 154 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 41 |
| Missing (%) | 1.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 152.7716442 |
|---|---|
| Minimum | 78 |
| Maximum | 318 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 20.1 KiB |
Quantile statistics
| Minimum | 78 |
|---|---|
| 5-th percentile | 113 |
| Q1 | 135 |
| median | 152 |
| Q3 | 170 |
| 95-th percentile | 195 |
| Maximum | 318 |
| Range | 240 |
| Interquartile range (IQR) | 35 |
Descriptive statistics
| Standard deviation | 25.49779097 |
|---|---|
| Coefficient of variation (CV) | 0.1669013324 |
| Kurtosis | 1.018310242 |
| Mean | 152.7716442 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | 0.4584045829 |
| Sum | 384679 |
| Variance | 650.1373442 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 133 | 48 | 1.9% | |
| 142 | 47 | 1.8% | |
| 156 | 46 | 1.8% | |
| 155 | 45 | 1.8% | |
| 138 | 44 | 1.7% | |
| 149 | 43 | 1.7% | |
| 148 | 41 | 1.6% | |
| 144 | 41 | 1.6% | |
| 145 | 40 | 1.6% | |
| 171 | 39 | 1.5% | |
| 158 | 38 | 1.5% | |
| 135 | 38 | 1.5% | |
| 162 | 38 | 1.5% | |
| 147 | 38 | 1.5% | |
| 153 | 37 | 1.4% | |
| 154 | 37 | 1.4% | |
| 160 | 36 | 1.4% | |
| 130 | 36 | 1.4% | |
| 169 | 36 | 1.4% | |
| 150 | 36 | 1.4% | |
| 146 | 36 | 1.4% | |
| 161 | 35 | 1.4% | |
| 139 | 35 | 1.4% | |
| 170 | 35 | 1.4% | |
| 152 | 34 | 1.3% | |
| Other values (129) | 1539 | 60.1% | |
| (Missing) | 41 | 1.6% |
| Value | Count | Frequency (%) | |
| 78 | 1 | < 0.1% | |
| 92 | 2 | 0.1% | |
| 92.5 | 1 | < 0.1% | |
| 94 | 1 | < 0.1% | |
| 95 | 2 | 0.1% | |
| 96 | 1 | < 0.1% | |
| 97 | 3 | 0.1% | |
| 98 | 6 | 0.2% | |
| 99 | 5 | 0.2% | |
| 100 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 318 | 1 | < 0.1% | |
| 284 | 1 | < 0.1% | |
| 265 | 1 | < 0.1% | |
| 254 | 2 | 0.1% | |
| 246 | 1 | < 0.1% | |
| 245 | 1 | < 0.1% | |
| 243 | 1 | < 0.1% | |
| 240 | 1 | < 0.1% | |
| 238 | 1 | < 0.1% | |
| 235 | 1 | < 0.1% |
| Distinct | 1534 |
|---|---|
| Distinct (%) | 60.9% |
| Missing | 41 |
| Missing (%) | 1.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 132.3811127 |
|---|---|
| Minimum | 75 |
| Maximum | 207.7857143 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 20.1 KiB |
Quantile statistics
| Minimum | 75 |
|---|---|
| 5-th percentile | 100.085 |
| Q1 | 116.6666667 |
| median | 131.8333333 |
| Q3 | 147.2 |
| 95-th percentile | 167.05 |
| Maximum | 207.7857143 |
| Range | 132.7857143 |
| Interquartile range (IQR) | 30.53333333 |
Descriptive statistics
| Standard deviation | 21.00627048 |
|---|---|
| Coefficient of variation (CV) | 0.1586802683 |
| Kurtosis | -0.2510078657 |
| Mean | 132.3811127 |
| Median Absolute Deviation (MAD) | 15.32142857 |
| Skewness | 0.2287513005 |
| Sum | 333335.6418 |
| Variance | 441.2633994 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 120 | 10 | 0.4% | |
| 147 | 10 | 0.4% | |
| 111 | 10 | 0.4% | |
| 131 | 9 | 0.4% | |
| 114 | 9 | 0.4% | |
| 132 | 8 | 0.3% | |
| 125 | 8 | 0.3% | |
| 156 | 8 | 0.3% | |
| 126 | 7 | 0.3% | |
| 122 | 7 | 0.3% | |
| 130 | 6 | 0.2% | |
| 137 | 6 | 0.2% | |
| 141.25 | 6 | 0.2% | |
| 119.5 | 6 | 0.2% | |
| 153 | 6 | 0.2% | |
| 108 | 6 | 0.2% | |
| 157 | 6 | 0.2% | |
| 126.8333333 | 6 | 0.2% | |
| 143 | 6 | 0.2% | |
| 137.2857143 | 6 | 0.2% | |
| 100.5 | 6 | 0.2% | |
| 128 | 6 | 0.2% | |
| 127 | 6 | 0.2% | |
| 124.6666667 | 6 | 0.2% | |
| 129.5 | 5 | 0.2% | |
| Other values (1509) | 2343 | 91.6% | |
| (Missing) | 41 | 1.6% |
| Value | Count | Frequency (%) | |
| 75 | 1 | < 0.1% | |
| 76.575 | 1 | < 0.1% | |
| 77 | 1 | < 0.1% | |
| 82.875 | 1 | < 0.1% | |
| 84 | 1 | < 0.1% | |
| 84.81818182 | 1 | < 0.1% | |
| 84.83333333 | 1 | < 0.1% | |
| 85.71428571 | 1 | < 0.1% | |
| 86 | 1 | < 0.1% | |
| 86.5 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 207.7857143 | 1 | < 0.1% | |
| 202.4545455 | 1 | < 0.1% | |
| 202.1666667 | 1 | < 0.1% | |
| 201.0555556 | 1 | < 0.1% | |
| 201 | 1 | < 0.1% | |
| 198.8571429 | 1 | < 0.1% | |
| 198.6875 | 1 | < 0.1% | |
| 196 | 1 | < 0.1% | |
| 195.2 | 1 | < 0.1% | |
| 194.3333333 | 1 | < 0.1% |
first_gcs
Real number (ℝ≥0)
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.88159437 |
|---|---|
| Minimum | 3 |
| Maximum | 15 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 20.1 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 14 |
| median | 15 |
| Q3 | 15 |
| 95-th percentile | 15 |
| Maximum | 15 |
| Range | 12 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.28065282 |
|---|---|
| Coefficient of variation (CV) | 0.1642932907 |
| Kurtosis | 7.25703625 |
| Mean | 13.88159437 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.6318877 |
| Sum | 35523 |
| Variance | 5.201377285 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) | |
| 15 | 1732 | 67.7% | |
| 14 | 273 | 10.7% | |
| 13 | 145 | 5.7% | |
| 12 | 92 | 3.6% | |
| 11 | 85 | 3.3% | |
| 10 | 67 | 2.6% | |
| 9 | 47 | 1.8% | |
| 8 | 38 | 1.5% | |
| 3 | 29 | 1.1% | |
| 7 | 25 | 1.0% | |
| 6 | 14 | 0.5% | |
| 5 | 6 | 0.2% | |
| 4 | 6 | 0.2% |
| Value | Count | Frequency (%) | |
| 3 | 29 | 1.1% | |
| 4 | 6 | 0.2% | |
| 5 | 6 | 0.2% | |
| 6 | 14 | 0.5% | |
| 7 | 25 | 1.0% | |
| 8 | 38 | 1.5% | |
| 9 | 47 | 1.8% | |
| 10 | 67 | 2.6% | |
| 11 | 85 | 3.3% | |
| 12 | 92 | 3.6% |
| Value | Count | Frequency (%) | |
| 15 | 1732 | 67.7% | |
| 14 | 273 | 10.7% | |
| 13 | 145 | 5.7% | |
| 12 | 92 | 3.6% | |
| 11 | 85 | 3.3% | |
| 10 | 67 | 2.6% | |
| 9 | 47 | 1.8% | |
| 8 | 38 | 1.5% | |
| 7 | 25 | 1.0% | |
| 6 | 14 | 0.5% |
last_gcs
Real number (ℝ≥0)
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.52364205 |
|---|---|
| Minimum | 3 |
| Maximum | 15 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 20.1 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 13 |
| median | 15 |
| Q3 | 15 |
| 95-th percentile | 15 |
| Maximum | 15 |
| Range | 12 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.738564228 |
|---|---|
| Coefficient of variation (CV) | 0.2025019753 |
| Kurtosis | 4.843128747 |
| Mean | 13.52364205 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.299786428 |
| Sum | 34607 |
| Variance | 7.499734033 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) | |
| 15 | 1551 | 60.6% | |
| 14 | 353 | 13.8% | |
| 13 | 158 | 6.2% | |
| 12 | 93 | 3.6% | |
| 11 | 91 | 3.6% | |
| 10 | 78 | 3.0% | |
| 3 | 54 | 2.1% | |
| 9 | 48 | 1.9% | |
| 8 | 41 | 1.6% | |
| 7 | 29 | 1.1% | |
| 6 | 27 | 1.1% | |
| 5 | 18 | 0.7% | |
| 4 | 18 | 0.7% |
| Value | Count | Frequency (%) | |
| 3 | 54 | 2.1% | |
| 4 | 18 | 0.7% | |
| 5 | 18 | 0.7% | |
| 6 | 27 | 1.1% | |
| 7 | 29 | 1.1% | |
| 8 | 41 | 1.6% | |
| 9 | 48 | 1.9% | |
| 10 | 78 | 3.0% | |
| 11 | 91 | 3.6% | |
| 12 | 93 | 3.6% |
| Value | Count | Frequency (%) | |
| 15 | 1551 | 60.6% | |
| 14 | 353 | 13.8% | |
| 13 | 158 | 6.2% | |
| 12 | 93 | 3.6% | |
| 11 | 91 | 3.6% | |
| 10 | 78 | 3.0% | |
| 9 | 48 | 1.9% | |
| 8 | 41 | 1.6% | |
| 7 | 29 | 1.1% | |
| 6 | 27 | 1.1% |
| Distinct | 25 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.3579523251 |
|---|---|
| Minimum | -12 |
| Maximum | 12 |
| Zeros | 1407 |
| Zeros (%) | 55.0% |
| Memory size | 20.1 KiB |
Quantile statistics
| Minimum | -12 |
|---|---|
| 5-th percentile | -7 |
| Q1 | -1 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 12 |
| Range | 24 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 3.0894987 |
|---|---|
| Coefficient of variation (CV) | -8.631034032 |
| Kurtosis | 5.487480702 |
| Mean | -0.3579523251 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.7633236567 |
| Sum | -916 |
| Variance | 9.545002217 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) | |
| 0 | 1407 | 55.0% | |
| -1 | 256 | 10.0% | |
| 1 | 194 | 7.6% | |
| 2 | 104 | 4.1% | |
| -2 | 87 | 3.4% | |
| 3 | 62 | 2.4% | |
| -4 | 54 | 2.1% | |
| -5 | 49 | 1.9% | |
| -3 | 49 | 1.9% | |
| 4 | 43 | 1.7% | |
| -12 | 40 | 1.6% | |
| -7 | 30 | 1.2% | |
| 5 | 29 | 1.1% | |
| -6 | 24 | 0.9% | |
| -9 | 18 | 0.7% | |
| -8 | 17 | 0.7% | |
| 7 | 16 | 0.6% | |
| 12 | 15 | 0.6% | |
| 6 | 13 | 0.5% | |
| 8 | 13 | 0.5% | |
| -11 | 13 | 0.5% | |
| -10 | 12 | 0.5% | |
| 9 | 7 | 0.3% | |
| 11 | 5 | 0.2% | |
| 10 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| -12 | 40 | 1.6% | |
| -11 | 13 | 0.5% | |
| -10 | 12 | 0.5% | |
| -9 | 18 | 0.7% | |
| -8 | 17 | 0.7% | |
| -7 | 30 | 1.2% | |
| -6 | 24 | 0.9% | |
| -5 | 49 | 1.9% | |
| -4 | 54 | 2.1% | |
| -3 | 49 | 1.9% |
| Value | Count | Frequency (%) | |
| 12 | 15 | 0.6% | |
| 11 | 5 | 0.2% | |
| 10 | 2 | 0.1% | |
| 9 | 7 | 0.3% | |
| 8 | 13 | 0.5% | |
| 7 | 16 | 0.6% | |
| 6 | 13 | 0.5% | |
| 5 | 29 | 1.1% | |
| 4 | 43 | 1.7% | |
| 3 | 62 | 2.4% |
afib
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.1 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 2049 | 80.1% | |
| 1 | 510 | 19.9% |
hyperlipidemia
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.1 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 1407 | 55.0% | |
| 1 | 1152 | 45.0% |
diabetes
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.1 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 1727 | 67.5% | |
| 1 | 832 | 32.5% |
hypertension
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.1 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 1372 | 53.6% | |
| 0 | 1187 | 46.4% |
cor_art_d
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.1 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 1713 | 66.9% | |
| 1 | 846 | 33.1% |
peri_vasc_d
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.1 KiB |
| 0 | |
|---|---|
| 1 | 148 |
| Value | Count | Frequency (%) | |
| 0 | 2411 | 94.2% | |
| 1 | 148 | 5.8% |
car_art_stent
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.1 KiB |
| 0 | |
|---|---|
| 1 | 183 |
| Value | Count | Frequency (%) | |
| 0 | 2376 | 92.8% | |
| 1 | 183 | 7.2% |
smoking
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.1 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 1874 | 73.2% | |
| 1 | 685 | 26.8% |
tia
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.1 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 2219 | 86.7% | |
| 1 | 340 | 13.3% |
heparin_iv
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.1 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 2082 | 81.4% | |
| 1 | 477 | 18.6% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.1 KiB |
| 0 | |
|---|---|
| 1 | 205 |
| Value | Count | Frequency (%) | |
| 0 | 2354 | 92.0% | |
| 1 | 205 | 8.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.1 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 2209 | 86.3% | |
| 1 | 350 | 13.7% |
inotropes
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.1 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 2130 | 83.2% | |
| 1 | 429 | 16.8% |
antiplatelets
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.1 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 1819 | 71.1% | |
| 1 | 740 | 28.9% |
anticoag
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.1 KiB |
| 0 | |
|---|---|
| 1 | 103 |
| Value | Count | Frequency (%) | |
| 0 | 2456 | 96.0% | |
| 1 | 103 | 4.0% |
antihypertensive_non_iv
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.1 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 2157 | 84.3% | |
| 1 | 402 | 15.7% |
first_glu
Real number (ℝ≥0)
| Distinct | 308 |
|---|---|
| Distinct (%) | 12.1% |
| Missing | 17 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 144.3741149 |
|---|---|
| Minimum | 28 |
| Maximum | 1293 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 20.1 KiB |
Quantile statistics
| Minimum | 28 |
|---|---|
| 5-th percentile | 84 |
| Q1 | 101 |
| median | 123 |
| Q3 | 160 |
| 95-th percentile | 286.9 |
| Maximum | 1293 |
| Range | 1265 |
| Interquartile range (IQR) | 59 |
Descriptive statistics
| Standard deviation | 76.89795345 |
|---|---|
| Coefficient of variation (CV) | 0.5326297828 |
| Kurtosis | 40.43800794 |
| Mean | 144.3741149 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 4.498585126 |
| Sum | 366999 |
| Variance | 5913.295245 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 105 | 42 | 1.6% | |
| 92 | 40 | 1.6% | |
| 104 | 39 | 1.5% | |
| 107 | 38 | 1.5% | |
| 99 | 38 | 1.5% | |
| 100 | 37 | 1.4% | |
| 115 | 36 | 1.4% | |
| 106 | 35 | 1.4% | |
| 103 | 35 | 1.4% | |
| 96 | 35 | 1.4% | |
| 95 | 34 | 1.3% | |
| 111 | 34 | 1.3% | |
| 94 | 32 | 1.3% | |
| 118 | 32 | 1.3% | |
| 98 | 31 | 1.2% | |
| 114 | 31 | 1.2% | |
| 102 | 31 | 1.2% | |
| 89 | 30 | 1.2% | |
| 110 | 30 | 1.2% | |
| 97 | 29 | 1.1% | |
| 101 | 29 | 1.1% | |
| 116 | 29 | 1.1% | |
| 126 | 29 | 1.1% | |
| 93 | 29 | 1.1% | |
| 135 | 29 | 1.1% | |
| Other values (283) | 1708 | 66.7% |
| Value | Count | Frequency (%) | |
| 28 | 1 | < 0.1% | |
| 36 | 1 | < 0.1% | |
| 51 | 1 | < 0.1% | |
| 54 | 1 | < 0.1% | |
| 57 | 3 | 0.1% | |
| 59 | 1 | < 0.1% | |
| 60 | 1 | < 0.1% | |
| 63 | 1 | < 0.1% | |
| 65 | 4 | 0.2% | |
| 66 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 1293 | 1 | < 0.1% | |
| 1125 | 1 | < 0.1% | |
| 845 | 1 | < 0.1% | |
| 822 | 1 | < 0.1% | |
| 746 | 1 | < 0.1% | |
| 660 | 1 | < 0.1% | |
| 607 | 1 | < 0.1% | |
| 606 | 1 | < 0.1% | |
| 586 | 1 | < 0.1% | |
| 562 | 1 | < 0.1% |
first_cre
Real number (ℝ≥0)
| Distinct | 85 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 17 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.27675059 |
|---|---|
| Minimum | 0.2 |
| Maximum | 33.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 20.1 KiB |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 0.5 |
| Q1 | 0.7 |
| median | 0.9 |
| Q3 | 1.3 |
| 95-th percentile | 2.9 |
| Maximum | 33.1 |
| Range | 32.9 |
| Interquartile range (IQR) | 0.6 |
Descriptive statistics
| Standard deviation | 1.486737374 |
|---|---|
| Coefficient of variation (CV) | 1.164469698 |
| Kurtosis | 117.5719018 |
| Mean | 1.27675059 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 8.432348182 |
| Sum | 3245.5 |
| Variance | 2.21038802 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.8 | 349 | 13.6% | |
| 0.7 | 318 | 12.4% | |
| 0.9 | 296 | 11.6% | |
| 1 | 249 | 9.7% | |
| 0.6 | 220 | 8.6% | |
| 1.1 | 178 | 7.0% | |
| 1.2 | 144 | 5.6% | |
| 0.5 | 113 | 4.4% | |
| 1.4 | 95 | 3.7% | |
| 1.3 | 84 | 3.3% | |
| 1.5 | 60 | 2.3% | |
| 1.6 | 46 | 1.8% | |
| 1.8 | 39 | 1.5% | |
| 1.7 | 35 | 1.4% | |
| 2 | 29 | 1.1% | |
| 1.9 | 29 | 1.1% | |
| 0.4 | 22 | 0.9% | |
| 2.3 | 21 | 0.8% | |
| 2.4 | 15 | 0.6% | |
| 2.1 | 11 | 0.4% | |
| 2.2 | 11 | 0.4% | |
| 0.3 | 10 | 0.4% | |
| 2.5 | 9 | 0.4% | |
| 2.6 | 8 | 0.3% | |
| 2.8 | 8 | 0.3% | |
| Other values (60) | 143 | 5.6% | |
| (Missing) | 17 | 0.7% |
| Value | Count | Frequency (%) | |
| 0.2 | 3 | 0.1% | |
| 0.3 | 10 | 0.4% | |
| 0.4 | 22 | 0.9% | |
| 0.5 | 113 | 4.4% | |
| 0.6 | 220 | 8.6% | |
| 0.7 | 318 | 12.4% | |
| 0.8 | 349 | 13.6% | |
| 0.9 | 296 | 11.6% | |
| 1 | 249 | 9.7% | |
| 1.1 | 178 | 7.0% |
| Value | Count | Frequency (%) | |
| 33.1 | 1 | < 0.1% | |
| 20.1 | 1 | < 0.1% | |
| 18.2 | 1 | < 0.1% | |
| 15.5 | 2 | 0.1% | |
| 13.8 | 1 | < 0.1% | |
| 13.2 | 1 | < 0.1% | |
| 12.6 | 1 | < 0.1% | |
| 11.8 | 1 | < 0.1% | |
| 11.3 | 2 | 0.1% | |
| 10.9 | 2 | 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| subject_id | hadm_id | admission_type | admission_location | discharge_location | marital_status | ethnicity | hospital_expire_flag | gender | stay_id | los | age | inpatient_stroke | min_mbp | max_mbp | avg_mbp | min_sbp | max_sbp | avg_sbp | first_gcs | last_gcs | gcs_change | afib | hyperlipidemia | diabetes | hypertension | cor_art_d | peri_vasc_d | car_art_stent | smoking | tia | heparin_iv | antihypertensive_iv_non_tight_control | antihypertensive_iv_tight_control | inotropes | antiplatelets | anticoag | antihypertensive_non_iv | first_glu | first_cre | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 10004733 | 27411876 | URGENT | TRANSFER FROM HOSPITAL | HOME HEALTH CARE | SINGLE | UNKNOWN | 0 | M | 37003946 | 8.357373 | 51 | 0 | 109.0 | 127.0 | 117.166667 | 152.0 | 176.0 | 165.333333 | 15 | 14 | -1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 86.0 | 3.4 |
| 1 | 10023708 | 21451830 | OBSERVATION ADMIT | WALK-IN/SELF REFERRAL | CHRONIC/LONG TERM ACUTE CARE | WIDOWED | WHITE | 0 | F | 38249338 | 4.159514 | 89 | 0 | 78.0 | 95.0 | 88.250000 | 156.0 | 174.0 | 165.000000 | 14 | 15 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 147.0 | 0.8 |
| 2 | 10024982 | 25154057 | EW EMER. | EMERGENCY ROOM | DIED | MARRIED | WHITE | 1 | M | 36341674 | 21.174838 | 85 | 1 | 55.0 | 106.0 | 79.571429 | 83.0 | 160.0 | 117.714286 | 15 | 3 | -12 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 94.0 | 1.4 |
| 3 | 10030753 | 27165162 | EW EMER. | TRANSFER FROM HOSPITAL | SKILLED NURSING FACILITY | DIVORCED | WHITE | 0 | F | 31427235 | 6.727569 | 57 | 0 | 66.0 | 78.0 | 72.166667 | 103.0 | 140.0 | 118.166667 | 15 | 15 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 161.0 | 2.3 |
| 4 | 10051043 | 22009252 | URGENT | TRANSFER FROM HOSPITAL | HOME | DIVORCED | WHITE | 0 | F | 31652524 | 1.438275 | 64 | 0 | 92.0 | 111.0 | 101.857143 | 99.0 | 161.0 | 138.285714 | 15 | 15 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 89.0 | 1.4 |
| 5 | 10053810 | 26647692 | EW EMER. | TRANSFER FROM HOSPITAL | SKILLED NURSING FACILITY | WIDOWED | WHITE | 0 | F | 31828394 | 3.384456 | 89 | 0 | 71.0 | 92.0 | 76.333333 | 110.0 | 144.0 | 122.833333 | 14 | 14 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 230.0 | 0.7 |
| 6 | 10072239 | 26492410 | EW EMER. | EMERGENCY ROOM | HOME HEALTH CARE | SINGLE | WHITE | 0 | F | 38566956 | 0.770243 | 53 | 0 | 85.0 | 131.0 | 106.272727 | 131.0 | 198.0 | 164.909091 | 15 | 15 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 112.0 | 0.6 |
| 7 | 10073847 | 22194617 | DIRECT EMER. | CLINIC REFERRAL | DIED | MARRIED | OTHER | 1 | M | 31768259 | 23.450370 | 54 | 0 | 67.0 | 84.0 | 78.500000 | 103.0 | 120.0 | 112.750000 | 15 | 15 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 164.0 | 1.0 |
| 8 | 10089244 | 29469323 | URGENT | TRANSFER FROM HOSPITAL | DIED | MARRIED | UNKNOWN | 1 | F | 39729538 | 9.483646 | 73 | 0 | 79.0 | 115.0 | 87.714286 | 127.0 | 191.0 | 148.857143 | 15 | 4 | -11 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 271.0 | 2.0 |
| 9 | 10092227 | 23138040 | EW EMER. | EMERGENCY ROOM | SKILLED NURSING FACILITY | NaN | UNKNOWN | 0 | F | 32602953 | 11.106817 | 80 | 0 | 59.0 | 78.0 | 69.333333 | 80.0 | 124.0 | 102.833333 | 15 | 15 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 146.0 | 1.8 |
Last rows
| subject_id | hadm_id | admission_type | admission_location | discharge_location | marital_status | ethnicity | hospital_expire_flag | gender | stay_id | los | age | inpatient_stroke | min_mbp | max_mbp | avg_mbp | min_sbp | max_sbp | avg_sbp | first_gcs | last_gcs | gcs_change | afib | hyperlipidemia | diabetes | hypertension | cor_art_d | peri_vasc_d | car_art_stent | smoking | tia | heparin_iv | antihypertensive_iv_non_tight_control | antihypertensive_iv_tight_control | inotropes | antiplatelets | anticoag | antihypertensive_non_iv | first_glu | first_cre | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2549 | 19950615 | 25208232 | EW EMER. | EMERGENCY ROOM | HOME HEALTH CARE | WIDOWED | WHITE | 0 | F | 37999363 | 1.935602 | 89 | 0 | 92.0 | 122.0 | 105.666667 | 136.0 | 161.0 | 152.666667 | 13 | 14 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 126.0 | 0.5 |
| 2550 | 19956383 | 28981174 | EW EMER. | EMERGENCY ROOM | DIED | WIDOWED | WHITE | 1 | F | 31430531 | 2.513958 | 89 | 0 | 55.0 | 93.0 | 72.571429 | 92.0 | 112.0 | 103.428571 | 10 | 10 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 114.0 | 1.0 |
| 2551 | 19965802 | 28211098 | OBSERVATION ADMIT | TRANSFER FROM HOSPITAL | DIED | WIDOWED | WHITE | 1 | F | 34570455 | 13.303426 | 74 | 0 | 49.0 | 99.0 | 65.090909 | 55.0 | 131.0 | 88.454545 | 15 | 15 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 84.0 | 2.3 |
| 2552 | 19980373 | 29043585 | EW EMER. | EMERGENCY ROOM | HOME | MARRIED | WHITE | 0 | M | 32063729 | 1.069919 | 59 | 0 | 65.0 | 80.0 | 73.000000 | 112.0 | 136.0 | 120.714286 | 15 | 15 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 119.0 | 0.9 |
| 2553 | 19983145 | 29647630 | URGENT | TRANSFER FROM HOSPITAL | HOME | MARRIED | WHITE | 0 | F | 33237139 | 1.696169 | 54 | 0 | 90.0 | 116.0 | 100.714286 | 131.0 | 173.0 | 148.857143 | 15 | 15 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 93.0 | 0.6 |
| 2554 | 19985409 | 27293537 | EW EMER. | TRANSFER FROM HOSPITAL | CHRONIC/LONG TERM ACUTE CARE | SINGLE | WHITE | 0 | M | 33917448 | 6.648206 | 40 | 0 | 81.0 | 92.0 | 85.666667 | 111.0 | 129.0 | 117.666667 | 15 | 15 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 96.0 | 0.8 |
| 2555 | 19985683 | 25452614 | EW EMER. | EMERGENCY ROOM | SKILLED NURSING FACILITY | MARRIED | WHITE | 0 | M | 32927904 | 2.715405 | 84 | 0 | 69.0 | 102.0 | 81.000000 | 140.0 | 172.0 | 159.000000 | 15 | 9 | -6 | 0 | 1 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 130.0 | 0.8 |
| 2556 | 19987702 | 26568899 | OBSERVATION ADMIT | TRANSFER FROM HOSPITAL | REHAB | MARRIED | WHITE | 0 | M | 37540099 | 1.956030 | 51 | 0 | 42.0 | 124.0 | 94.142857 | 60.0 | 166.0 | 118.285714 | 6 | 15 | 9 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 92.0 | 1.1 |
| 2557 | 19989305 | 29998115 | EW EMER. | EMERGENCY ROOM | REHAB | SINGLE | WHITE | 0 | M | 38663633 | 0.965243 | 23 | 0 | 66.0 | 81.0 | 73.466667 | 103.0 | 136.0 | 122.466667 | 15 | 15 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 106.0 | 0.7 |
| 2558 | 19999442 | 26785317 | ELECTIVE | PHYSICIAN REFERRAL | REHAB | DIVORCED | WHITE | 0 | M | 37569254 | 6.950370 | 43 | 0 | 105.0 | 120.0 | 110.400000 | 136.0 | 170.0 | 156.000000 | 11 | 14 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 136.0 | 0.9 |